{"id":"W3203086870","doi":"10.1039/d1em00256b","title":"Enrichment of psychrophilic and acidophilic sulfate-reducing bacterial consortia – a solution toward acid mine drainage treatment in cold regions","year":2021,"lang":"en","type":"article","venue":"Environmental Science Processes & Impacts","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Teck (Canada)","funders":"","keywords":"Sulfate-reducing bacteria; Psychrophile; Sulfate; Acetic acid; Acid mine drainage; Bacteria; Food science; Chemistry; Microorganism; Environmental chemistry; Fermentation; Microbial population biology; Glycerol; Microbial metabolism; Microbiology; Enrichment culture; Biochemistry; Biology; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003070146,0.0003623954,0.000237754,0.0001962966,0.0002161746,0.0005456208,0.0001700948,0.0005289667,0.0007158496],"category_scores_gemma":[0.0002196252,0.0001209114,0.0002921517,0.0001749315,0.0001520319,0.0002807324,0.0004356435,0.0003827727,0.0002875509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001507838,"about_ca_system_score_gemma":0.0002985658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000503114,"about_ca_topic_score_gemma":0.001268751,"domain_scores_codex":[0.9998226,0.00004180455,0.00001267646,0.00003317939,0.00005706309,0.00003278071],"domain_scores_gemma":[0.9999282,0.000009388577,0.0000143277,0.000005045402,0.00002316951,0.00001995215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003171231,0.00002327742,0.0003279718,0.00003425751,0.000005446114,0.00001792575,0.00001283154,0.0001037596,0.9970567,0.00003151724,0.00002871832,0.002325807],"study_design_scores_gemma":[0.000009593552,0.0003884168,0.002766183,0.00001665651,0.00001885818,0.00008944608,0.00006702788,0.0008479248,0.9935921,0.00008103615,0.002115685,0.000007132498],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872162,0.001221276,0.008674727,0.0003068344,0.00006596464,0.00007886701,0.0003326625,0.00005773644,0.002045694],"genre_scores_gemma":[0.9832553,0.001095168,0.01268577,0.0001053493,0.0000171035,0.00004489528,0.0004492676,0.00001050685,0.002336647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007158496,"threshold_uncertainty_score":0.002394736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01326513812250553,"score_gpt":0.2505241199943595,"score_spread":0.2372589818718539,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}